Click to open the HelpDesk interface
AECE - Front page banner



JCR Impact Factor: 0.699
JCR 5-Year IF: 0.674
Issues per year: 4
Current issue: Aug 2018
Next issue: Nov 2018
Avg review time: 81 days


Stefan cel Mare
University of Suceava
Faculty of Electrical Engineering and
Computer Science
13, Universitatii Street
Suceava - 720229

Print ISSN: 1582-7445
Online ISSN: 1844-7600
WorldCat: 643243560
doi: 10.4316/AECE


2,094,287 unique visits
Since November 1, 2009

No robots online now


SCImago Journal & Country Rank

SEARCH ENGINES - Google Pagerank


Anycast DNS Hosting

 Volume 18 (2018)
     »   Issue 3 / 2018
     »   Issue 2 / 2018
     »   Issue 1 / 2018
 Volume 17 (2017)
     »   Issue 4 / 2017
     »   Issue 3 / 2017
     »   Issue 2 / 2017
     »   Issue 1 / 2017
 Volume 16 (2016)
     »   Issue 4 / 2016
     »   Issue 3 / 2016
     »   Issue 2 / 2016
     »   Issue 1 / 2016
 Volume 15 (2015)
     »   Issue 4 / 2015
     »   Issue 3 / 2015
     »   Issue 2 / 2015
     »   Issue 1 / 2015
  View all issues  


Comparison of Cepstral Normalization Techniques in Whispered Speech Recognition, GROZDIC, D., JOVICIC, S., SUMARAC PAVLOVIC, D., GALIC, J., MARKOVIC, B.
Issue 1/2017


A Single-Ended and Fully-Differential Universal Current-Mode Frequency Filter with MO-CF and DACA Elements, LANGHAMMER, L., JERABEK, J., POLAK, J., PANEK, D.
Issue 3/2016


Application of Machine Learning Algorithms for the Query Performance Prediction, MILICEVIC, M., BARANOVIC, M., ZUBRINIC, K.
Issue 3/2015


Parallel Genetic Algorithms with Dynamic Topology using Cluster Computing, ADAR, N., KUVAT, G.
Issue 3/2016


Robust Fourier Watermarking for ID Images on Smart Card Plastic Supports, RIAD, R., HARBA, R., DOUZI, H., ROS, F., ELHAJJI, M.
Issue 4/2016


An Automatic Instruction-Level Parallelization of Machine Code, MARINKOVIC, V., POPOVIC, M., DJUKIC, M.
Issue 1/2018



Clarivate Analytics published the InCites Journal Citations Report for 2017. The JCR Impact Factor of Advances in Electrical and Computer Engineering is 0.699, and the JCR 5-Year Impact Factor is 0.674.

Thomson Reuters published the Journal Citations Report for 2016. The JCR Impact Factor of Advances in Electrical and Computer Engineering is 0.595, and the JCR 5-Year Impact Factor is 0.661.

With new technologies, such as mobile communications, internet of things, and wide applications of social media, organizations generate a huge volume of data, much faster than several years ago. Big data, characterized by high volume, diversity and velocity, increasingly drives decision making and is changing the landscape of business intelligence, from governments to private organizations, from communities to individuals. Big data analytics that discover insights from evidences has a high demand for computing efficiency, knowledge discovery, problem solving, and event prediction. We dedicate a special section of Issue 4/2017 to Big Data. Prospective authors are asked to make the submissions for this section no later than the 31st of May 2017, placing "BigData - " before the paper title in OpenConf.

Read More »


  2/2015 - 10

Data Clustering on Breast Cancer Data Using Firefly Algorithm with Golden Ratio Method

DEMIR, M. See more information about DEMIR, M. on SCOPUS See more information about DEMIR, M. on IEEExplore See more information about DEMIR, M. on Web of Science, KARCI, A. See more information about KARCI, A. on SCOPUS See more information about KARCI, A. on SCOPUS See more information about KARCI, A. on Web of Science
Click to see author's profile in See more information about the author on SCOPUS SCOPUS, See more information about the author on IEEE Xplore IEEE Xplore, See more information about the author on Web of Science Web of Science

Download PDF pdficon (926 KB) | Citation | Downloads: 453 | Views: 2,395

Author keywords
artificial intelligence, heuristic algorithms, clustering algorithms

References keywords
algorithm(30), optimization(24), applications(12), karci(11), search(7), sciences(7), intelligence(7), inspired(6), global(6), evolutionary(6)
Blue keywords are present in both the references section and the paper title.

About this article
Date of Publication: 2015-05-31
Volume 15, Issue 2, Year 2015, On page(s): 75 - 84
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2015.02010
Web of Science Accession Number: 000356808900010
SCOPUS ID: 84979827793

Quick view
Full text preview
Heuristic methods are problem solving methods. In general, they obtain near-optimal solutions, and they do not take the care of provability of this case. The heuristic methods do not guarantee to obtain the optimal results; however, they guarantee to obtain near-optimal solutions in considerable time. In this paper, an application was performed by using firefly algorithm - one of the heuristic methods. The golden ratio was applied to different steps of firefly algorithm and different parameters of firefly algorithm to develop a new algorithm - called Firefly Algorithm with Golden Ratio (FAGR). It was shown that the golden ratio made firefly algorithm be superior to the firefly algorithm without golden ratio. At this aim, the developed algorithm was applied to WBCD database (breast cancer database) to cluster data obtained from breast cancer patients. The highest obtained success rate among all executions is 96% and the highest obtained average success rate in all executions is 94.5%.

References | Cited By

Cited-By ISI Web of Science

Web of Science® Times Cited: 2 [View]
View record in Web of Science® [View]
View Related Records® [View]

Updated today

Cited-By CrossRef

SCOPUS® Times Cited: 2
View record in SCOPUS®
[Free preview]

Updated today

Cited-By CrossRef

[1] A modified firefly algorithm for global minimum optimization, Yelghi, Aref, Köse, Cemal, Applied Soft Computing, ISSN 1568-4946, Issue , 2018.
Digital Object Identifier: 10.1016/j.asoc.2017.10.032

[2] A novel hybrid knowledge of firefly and pso swarm intelligence algorithms for efficient data clustering, Danesh, Malihe, Shirgahi, Hossein, Journal of Intelligent & Fuzzy Systems, ISSN 1064-1246, Issue 6, Volume 33, 2017.
Digital Object Identifier: 10.3233/JIFS-17170

Updated today

Disclaimer: All information displayed above was retrieved by using remote connections to respective databases. For the best user experience, we update all data by using background processes, and use caches in order to reduce the load on the servers we retrieve the information from. As we have no control on the availability of the database servers and sometimes the Internet connectivity may be affected, we do not guarantee the information is correct or complete. For the most accurate data, please always consult the database sites directly. Some external links require authentication or an institutional subscription.

Web of Science® is a registered trademark of Clarivate Analytics, Scopus® is a registered trademark of Elsevier B.V., other product names, company names, brand names, trademarks and logos are the property of their respective owners.

Copyright ©2001-2018
Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania

All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.

Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.

Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.

Website loading speed and performance optimization powered by: